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cell-free-expression无细胞表达

Agent Skill

cell-free-expression 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

612

周安装

26

GitHub Stars

125

下载量

214
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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

3

许可证

MIT

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:cell-free-expression(无细胞表达)
来源仓库:https://github.com/adaptyvbio/protein-design-skills
仓库路径:skills/cell-free-expression
安装命令:
npx skills add https://github.com/adaptyvbio/protein-design-skills --skill cell-free-expression
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/adaptyvbio/protein-design-skills --skill cell-free-expression

简介

cell-free-expression 用于无细胞蛋白表达系统的选型指南。

  • 适合在 Codex、Claude、Cursor、Gemini CLI 中需要快速原型开发或真核蛋白表达时使用。
  • 对比不同提取物的产量、翻译后修饰能力和成本,辅助实验设计决策。
  • 安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。
  • 适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

SKILL.md

Cell-Free Protein Synthesis (CFPS)

System Selection Guide

SystemBest ForYieldPTMsDisulfidesCost
E. coli extractRapid prototyping, prokaryotic proteinsHigh (100-400 μg/mL)NonePoor (reducing)Low
E. coli PUREDefined conditions, unnatural AAsMedium (50-150 μg/mL)NoneControllableHigh
Wheat germEukaryotic proteins, membrane proteinsHigh (100-500 μg/mL)LimitedModerateMedium
Rabbit reticulocyteMammalian proteins, post-translational studiesLow (10-50 μg/mL)SomePoorHigh
Insect (Sf21)Glycoproteins, complex foldsMedium (50-100 μg/mL)GlycosylationGoodHigh
HeLa/CHONative mammalian proteinsLow (10-50 μg/mL)Full mammalianGoodVery High

CFPS Troubleshooting Matrix

ProblemLikely CausesDesign FixReagent Fix
No expressionRare codons at N-terminus, poor RBSCodon optimize first 30 codonsUse BL21-CodonPlus extract
Low yieldStrong mRNA secondary structure, template issuesOptimize 5' UTR (ΔG > -5 kcal/mol)Increase Mg²⁺ (10-18 mM), ATP
AggregationHydrophobic protein, fast translationAdd solubility tags (MBP, SUMO)Add 0.1% Tween-20, chaperones
Inactive proteinMisfolding, missing cofactorsSlow translation (use rare codons!)Add GroEL/ES, DnaK/J
TruncationRare codon clusters, mRNA instabilityRemove AGG/AGA/CUA clustersSupplement rare tRNAs
DegradationProteolysisN-terminal Met-AlaAdd protease inhibitors

Codon Optimization for CFPS

Codons to Avoid in E. coli CFPS

CodonAmino AcidIssuetRNA Abundance
AGGArgVery rare, stalling0.2%
AGAArgVery rare, stalling0.4%
CUALeuLow abundance0.4%
AUAIleRare0.5%
CGAArgInefficient decoding0.6%
CCCProCan cause pausing0.5%
GGAGlyModerate1.1%

Design Rules

  1. First 30 codons: Most critical - use only high-frequency codons
  2. Rare codon clusters: Avoid 2+ rare codons within 10 nt
  3. Rare codon content: Keep overall <5% of coding sequence
  4. GC content: Target 40-60% for balanced expression
  5. Avoid runs: No >6 consecutive G or C residues (secondary structure)
  6. Strategic slow codons: Place rare codons between domains (aids folding!)

When to Use Rare Codons

  • Domain boundaries (allow cotranslational folding)
  • Before complex structural elements
  • When protein is prone to misfolding

mRNA Template Design

5' UTR Optimization

ElementOptimal DesignImpact
RBS (SD sequence)AGGAGG, 7-9 nt from startRibosome binding
Spacing7 nt between SD and AUGTranslation initiation
Secondary structureΔG > -5 kcal/molAccessibility
Upstream AUGAvoid (causes false starts)Reduces truncations

Secondary Structure Targets

RegionIdeal ΔGImpact
-30 to +30 around AUG> -5 kcal/molTranslation initiation
Full 5' UTR> -10 kcal/molRibosome loading
RBS accessibilityUnpairedCritical

Template Format

FormatAdvantagesDisadvantages
PlasmidStable, high yieldRequires cloning
Linear PCRFast, no cloningMay need stabilization
mRNADirect translationUnstable, expensive

Disulfide Bond Formation

System Capabilities

SystemNative Disulfide SupportAdditives Needed
Standard E. coli extractPoor (DTT present)IAM, PDI, GSSG/GSH
Oxidizing E. coli extractGoodPre-oxidized glutathione
Wheat germModerateLower DTT, add PDI
PURE systemMinimalFull oxidative system
Insect/MammalianGoodMicrosome membranes

Oxidative Folding Protocol (E. coli extract)

1. Deplete DTT from extract (dialysis or treatment with IAM 5 mM)
2. Add oxidized/reduced glutathione: 4 mM GSSG, 1 mM GSH (4:1 ratio)
3. Add 10 μM PDI (protein disulfide isomerase)
4. Optional: Add 5 μM DsbC (disulfide isomerase)
5. Express at 25°C (not 37°C) for better folding
6. Incubation time: 4-6 hours

Disulfide-Rich Protein Tips

  • Start with wheat germ or oxidizing extract
  • Use PURE system for precise control
  • Consider co-expression of PDI/DsbC
  • Verify by non-reducing SDS-PAGE

Expression Prediction from Sequence

FeatureGoodMarginalBad
Rare codon content<3%3-8%>10%
First 30 codons rare01-2>2
GC content45-55%35-45% or 55-65%<30% or >70%
5' UTR ΔG> -3 kcal/mol-3 to -8< -10 kcal/mol
Hydrophobic stretches<5 consecutive5-7>8 consecutive
N-terminal residueMet-Ala, Met-Ser, Met-GlyMet-Val, Met-ThrMet-Arg, Met-Lys
Cysteine pairsPaired (even number)MixedOdd number (free thiols)

Solubility Enhancement Strategies

Fusion Tags (ranked by effectiveness)

TagSizeSolubility EnhancementCleavageNotes
MBP40 kDaExcellentTEV, Factor XaBest overall
SUMO11 kDaVery GoodSUMO proteaseNative N-terminus after cleavage
NusA55 kDaExcellent-Large size
Trx12 kDaGoodEnterokinaseFor disulfide proteins
GST26 kDaModerate-Dimeric
His₆1 kDaMinimal-Mainly for purification

Buffer Additives for Solubility

AdditiveConcentrationMechanism
Trehalose50-100 mMChemical chaperone
Glycerol5-10%Reduces hydrophobic aggregation
L-Arginine50-100 mMSuppresses aggregation
Tween-200.05-0.1%Prevents surface adsorption
Proline50 mMOsmolyte stabilization

Chaperone Supplementation

Chaperone SystemTarget ProblemConcentration
GroEL/GroESGeneral folding1-2 μM
DnaK/DnaJ/GrpEAggregation-prone1 μM each
Trigger FactorNascent chain1-2 μM
ClpBAggregate resolubilization0.5 μM

Temperature Optimization

TemperatureUse CaseTrade-offs
37°CFast expression, stable proteinsHigher aggregation risk
30°CBalanced (default)Good compromise
25°CDisulfide proteins, complex foldsSlower, better folding
18-20°CAggregation-prone proteinsMuch slower, best folding
16°CCold-shock proteinsVery slow, specialized

E. coli Extract Preparation (Key Variables)

VariableImpactOptimal Range
Cell density at harvestRibosome contentOD₆₀₀ 2.5-3.5
Lysis methodExtract activitySonication, bead beating
Run-off reactionRemoves endogenous mRNA20-80 min at 37°C
Mg²⁺ concentrationTranslation fidelity10-18 mM
K⁺ concentrationTranslation rate150-200 mM
Energy systemSustained synthesisATP/GTP, creatine phosphate

PURE System Specifics

Advantages

  • Defined composition (no proteases/nucleases)
  • Linear DNA templates work well
  • Unnatural amino acid incorporation
  • Reproducible between batches

Limitations

  • No chaperones (add separately)
  • No post-translational modifications
  • Lower yields than crude extracts
  • Higher cost

When to Use PURE

  • Unnatural amino acid incorporation
  • Studying translation mechanisms
  • "Clean" proteins needed
  • Protease-sensitive targets
  • Linear template expression

Common Artifacts and Solutions

Low Molecular Weight Bands

Causes: Premature termination, proteolysis, internal initiation Solutions:

  • Optimize rare codon clusters
  • Add protease inhibitors
  • Check for internal AUG codons
  • Use PURE system

Higher MW Bands

Causes: Incomplete termination, read-through, aggregation Solutions:

  • Ensure strong stop codon (UAA preferred)
  • Check template 3' end
  • Add release factors (RF1/RF2)
  • Reduce protein concentration

No Soluble Protein

Causes: Aggregation during synthesis Solutions:

  • Lower temperature (25°C → 18°C)
  • Add chaperones
  • Use solubility tag
  • Optimize translation rate

References

CFPS Overview

Extract Preparation

PURE System

Wheat Germ

Codon Optimization

Disulfide Formation

Solubility Tags

Temperature Effects

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执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/adaptyvbio/protein-design-skills --skill cell-free-expression;npx skills add adaptyvbio/protein-design-skills --skill "cell-free-expression" 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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